Presentation Information
[19p-C601-11]Accelerated Autonomous Material Searching through Transfer Learning from Nontargeted Properties
〇(P)Jaekyun Hwang1, Yuma Iwasaki1 (1.NIMS)
Keywords:
Transfer Learning,Material Search,Ensemble Neural network
In this presentation, we introduce a novel method for pre-training data of nontargeted material properties (properties that are not optimization targets) for boosting machine learning based autonomous material search using transfer learning.